A high-throughput and memory-efficient inference and serving engine for LLMs
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[Weight processing] Copy over `new_data` attributes in `replace_parameter` (#49601)
fxmarty-amd committed 3 months ago
[Attention][MLA] Per-request scheduling for MLA chunked context (#50613)
Matthew Bonanni committed 3 months ago
Fully generalise input embedding handling in Transformers modelling backend (#51247)
Harry Mellor committed 3 months ago
[CI] Run basic fullgraph correctness on one GPU (#51271)
Michael Goin committed 3 months ago
attn_res kernel latency improvements (#50185)
gnovack committed 3 months ago
Chris Leonard committed 3 months ago
[VocabParallelEmbedding] fix extra_repr fields concat (#51224)
Ning Xie committed 3 months ago
Remove the XPU branch of topk_softplus_sqrt (#51242)
Liangqiusong committed 3 months ago
[Bugfix][KV Offload] Clean up resources after initialization failure (#51227)
AlexHuang committed 3 months ago
[Bugfix][Model] Add missing fused_qkv_a_proj to Kimi-Linear packed_modules_mapping (#51249)
yjz committed 3 months ago
[Rust Frontend] Add standalone Rust renderer (#50289)
Sage committed 3 months ago
[Bugfix][KV Offload] Fall back when MADV_POPULATE_WRITE is unsupported (#51116)
AlexHuang committed 3 months ago
Interns2mobius support (#51149)
Lyu Han committed 3 months ago
[MISC][Bench] refactor throughput and reuse serve's get samples (#50981)
Jared Wen committed 3 months ago
[Bugfix][LoRA] Guard TrtLlm BF16 MoE LoRA gate on activation type (#51002)
anhtra3889 committed 3 months ago
[Model] Fused mm preprocess normalisation on the Device (#50411)
wang.yuqi committed 3 months ago
[Quantization] Preserve precision in online NVFP4 expert packing (#50029)
Matej Sirovatka committed 3 months ago
[XPU] Register fake meta kernel for fp4_gemm (#50946)
Chaojun Zhang committed 3 months ago
[CPU] Add MLA backend so DeepSeek-V2/V3 can run on CPU (#49453)
maobaolong committed 3 months ago
[GLM Perf] DSv32/glm use skip topk for MTP case, 2.0x kernel performance improvement (#50904)
Wentao Ye committed 3 months ago